Senior Machine Learning - Avatar, Core AI
Core
Designing and optimizing low compute cost, on-device machine learning systems and Generative AI model deployment for Roblox's 3D immersive digital experiences.
Role type
Senior IC machine learning engineer (on-device ML & GenAI)
Builds
Efficient ML models and deployment pipelines for cloud and client devices within Roblox experiences
Domain
Gaming / 3D immersive platforms / On-device AI
Deliverable
production ML models
Required skills
Deep learning frameworks (PyTorch, Tensorflow), model optimization techniques, state-of-the-art deep learning architectures, Python, shipping ML features on low-powered devices
Preferred skills
Experience with image, video, audio, or 3D representations
Technologies
PyTorch, Tensorflow
Responsibilities
Develop and implement state-of-the-art ML models; Establish a pipeline for delivering Roblox ML models on a range of computing devices; Design and implement primary components of the in-experience machine learning system
Seniority
Senior, hands-on IC
